SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 426–450 of 1198 papers

TitleStatusHype
Identifying magnetic antiskyrmions while they form with convolutional neural networks—0
Extreme Multi-label Classification from Aggregated Labels—0
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction—0
Extreme Multi-label Learning for Semantic Matching in Product Search—0
Extreme Multi-Label Skill Extraction Training using Large Language Models—0
Adversarial Sampling for Active Learning—0
FairPO: Robust Preference Optimization for Fair Multi-Label Learning—0
Fast Metric Learning For Deep Neural Networks—0
Fast Multi-label Learning—0
Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
GraftNet: An Engineering Implementation of CNN for Fine-grained Multi-label Task—0
Feature-aware Label Space Dimension Reduction for Multi-label Classification—0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning—0
Feature ranking for multi-label classification using Markov Networks—0
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation—0
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification—0
Federated Learning with Only Positive Labels by Exploring Label Correlations—0
DINE: A Framework for Deep Incomplete Network Embedding—0
Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
A Sequential Set Generation Method for Predicting Set-Valued Outputs—0
Differentiable Forward and Backward Fixed-Point Iteration Layers—0
An Ensemble Learning Based Approach to Multi-label Power Text Classification for Fault-type Recognition—0
Fine-grained Generalization Analysis of Vector-valued Learning—0
Gibbs Max-margin Topic Models with Data Augmentation—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified